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filtered streaming fix #604

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Sanhaoji2
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  • Does this PR have a descriptive title that could go in our release notes?
  • Does this PR add any new dependencies?
  • Does this PR modify any existing APIs?
    • Is the change to the API backwards compatible?
  • Should this result in any changes to our documentation, either updating existing docs or adding new ones?

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What does this implement/fix? Briefly explain your changes.

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@rakri
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rakri commented Dec 17, 2024

So the main logical change in this PR, is that we get rid of frozen point concept, but medoids (global or for any label) can never be deleted? Meaning that we need to skip outputting them at search time, if they are deleted..

@rakri
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rakri commented Dec 17, 2024

So now location_to_tag and tag_to_location will not contain these medoids once they are deleted.. Are we making sure that some other new inserted node doesnt take up these locations and get inserted there? In other words, we now lose the invariant delete_set.size() + location_to_tag.size() + empty_slots = _max_points?

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